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https://issues.apache.org/jira/browse/SUBMARINE-43?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Chandni Singh updated SUBMARINE-43:
-----------------------------------
Description:
The goal of this experimental work is to be able to use Submarine Cli to be
able to deploy the tensor flow job on kubernetes.
The initial patch adds K8S Job Submitter which creates the following resources:
1. Pod for Primary Worker
2. Pod for Workers
3. Pod for PS
4. Following resources are created for Tensorboard:
- Deployment for Tensorboard
- Service
- Ingress controller
This is an experimental implementation for using Submarine interface to run
tensorflow on kubernetes.
It lacks important features
- the status of a particular job or delete it via the Submarine interface.
- Tested manually via minikube locally.
was:
The goal of this experimental work is to be able to use Submarine Cli to be
able to deploy the tensor flow job on kubernetes.
The initial patch adds K8S Job Submitter which creates the following resources:
1. Pod for Primary Worker
2. Pod for Workers
3. Pod for PS
4. Following resources are created for Tensorboard:
- Deployment for Tensorboard
- Service
- Ingress controller
This is an experimental implementation for using Submarine interface to run
tensorflow on kubernetes.
It lacks features to check the status of a particular job or delete it via the
Submarine interface.
> Add a Kubernetes Runtime to Submarine
> -------------------------------------
>
> Key: SUBMARINE-43
> URL: https://issues.apache.org/jira/browse/SUBMARINE-43
> Project: Hadoop Submarine
> Issue Type: New Feature
> Reporter: Chandni Singh
> Assignee: Chandni Singh
> Priority: Major
>
> The goal of this experimental work is to be able to use Submarine Cli to be
> able to deploy the tensor flow job on kubernetes.
> The initial patch adds K8S Job Submitter which creates the following
> resources:
> 1. Pod for Primary Worker
> 2. Pod for Workers
> 3. Pod for PS
> 4. Following resources are created for Tensorboard:
> - Deployment for Tensorboard
> - Service
> - Ingress controller
> This is an experimental implementation for using Submarine interface to run
> tensorflow on kubernetes.
> It lacks important features
> - the status of a particular job or delete it via the Submarine interface.
> - Tested manually via minikube locally.
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